--Woc67yw2
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GPT-5.2 has been released in three variants: Instant, Thinking, and
Pro. =
5.2 is designed to unlock more economic value for
people=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0= =E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2= =A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C= =C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80= =8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0=E2=80=8C=C2=A0
=
Sign Up [1] |Advertise [2]|View Online [3]=20
=09=09TLDR=20
=09=
=09TOGETHER WITH [Wispr] [4]
TLDR 2025-12-12
THE AI VOICE TOOL T=
HAT HELPS YOU MOVE FASTER EVERYWHERE (SPONSOR) [4]
For 150 years, =
we've been stuck typing. Wispr Flow [4] ends that era.
It turns your v=
oice into clean, perfectly formatted writing the moment
you stop speaking=
=E2=80=94 in Slack, Notion, Gmail, ChatGPT, or anywhere
you already work=
.
Flow learns your phrasing [4], edits as you speak, and helps you mov=
e
4=C3=97 faster across every app =E2=80=94 from enhancing GPT prompts to=
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TRY WISPR FLOW FOR FREE =E2=86=92 [4]
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BIG TE=
CH & STARTUPS
OPENAI RELEASES GPT-5.2 AFTER =E2=80=9CCODE RED=
=E2=80=9D GOOGLE THREAT ALERT (6
MINUTE READ) [5]=20
GPT-5.2 has been=
released in three variants: Instant, Thinking, and
Pro. 5.2 is designed =
to unlock more economic value for people. It
features a 400,000-token con=
text window and a knowledge cutoff date of
August 31. GPT-5.1 will remain=
available in ChatGPT for paid users for
three months. GPT-5.2 is OpenAI'=
s third major model release since
August.=20
GOOGLE ANNOUNCES EXPERIM=
ENTAL =E2=80=98DISCO' BROWSER WITH =E2=80=98GENTABS'
POWERED BY GEMINI 3 =
(2 MINUTE READ) [6]=20
Google Labs' Disco browser features a Gemini 3-p=
owered 'GenTab' that
can build interactive web applications to help users=
complete tasks.
It can look at open tabs and chat history to determine w=
hat tool best
serves a prompt. Every generative element ties back to the =
web and
will link to the original sources. The most compelling ideas from=
Disco may one day make their way into Chrome. A link to the waitlist
t=
o try Disco is available in the article.=20
=F0=9F=9A=80=20
SCIENCE &=
FUTURISTIC TECHNOLOGY
RIVIAN ANNOUNCES NEW AI TECH, CHIP, AND ROBOTA=
XI AMBITIONS (8 MINUTE
READ) [7]=20
Rivian has developed a custom chi=
p, a car computer, and new
artificial intelligence models to bring autono=
mous features to its
vehicles. The company plans to roll out a subscripti=
on in early 2026
that will provide continuously expanding capabilities po=
wered by
Rivian Autonomy Processors and autonomy computers. A near-future=
update will include a 'Universal Hands-Free' capability that will
enab=
le Rivian customers to drive hands-free on more than 3.5 million
miles of=
roads in North America.=20
AI HACKERS ARE COMING DANGEROUSLY CLOSE TO =
BEATING HUMANS (8 MINUTE
READ) [8]=20
AI hacking tools are now surpas=
sing some human hackers. Stanford's
Artemis AI bot beat all except one of=
the 10 professional penetration
testers in a test of its abilities. It f=
ound bugs at lightning speed
while running at under $60 an hour. However,=
about 18% of the bugs it
found were false positives. It also missed an o=
bvious bug that most of
the human testers spotted.=20
=F0=9F=92=BB=20
=
PROGRAMMING, DESIGN & DATA SCIENCE
CUT QA CYCLES FROM HOURS TO MIN=
UTES WITH AUTOMATED TESTING (SPONSOR)
[9]=20
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lding your team back from releasing faster,
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managed, AI-native service delivers 80%
AUTOMATED E2E TEST COVERAGE in w=
eeks and helps teams SHIP 5=C3=97 FASTER
by cutting QA cycles from hours =
to minutes. With unlimited parallel
runs, 24-hour test maintenance, and z=
ero flakes, teams like Drata [11]
have achieved 86% FASTER QA CYCLES.
=
Schedule a demo to learn more =E2=86=92 [12]
COMPOUND ENGINEERING:=
HOW EVERY CODES WITH AGENTS (13 MINUTE READ)
[13]=20
In traditional =
engineering, each feature makes the next feature
harder to build because =
of new edge cases, interdependencies, and
issues. In compound engineering=
, each feature makes the next feature
easier to build because compound en=
gineering creates a learning loop
for agents and team members so that eac=
h bug, failed test, or insight
gets documented and used by future agents.=
AI's knowledge of the
codebase grows along with it, making future develo=
pment work faster.
This post provides a high-level sense of how to start =
compound
engineering with AI.=20
AN SVG IS ALL YOU NEED (4 MINUTE REA=
D) [14]=20
SVGs are vector graphics in a simple XML format. They are su=
pported
on almost every device and platform. With embeddable scripts to m=
ake
them interactive, SVGs are way more capable than many people realize.=
It is entirely feasible to implement an entire data analysis pipeline
=
in an SVG. A completely self-contained SVG file can fetch data from a
ver=
sioned repository, process that data, and generate visualizations
without=
any server-side magic required.=20
=F0=9F=8E=81=20
MISCELLANEOUS
=
SOCIAL-MEDIA BAN IMPOSES BRAVE NEW WORLD ON AUSTRALIAN TEENS (8
MINUT=
E READ) [15]=20
Several social media platforms are now required to shut=
down the
accounts of teens under 16 in Australia under a new law intende=
d to
shelter children from the mental-health risks of life online. These=
companies are now required to take reasonable steps to enforce the new=
rules under threat of penalty. Parents and children won't be fined.
Au=
stralia isn't alone in its effort - Malaysia, the EU, New Zealand,
Florid=
a, and other regions are also discussing similar restrictions.=20
DISNE=
Y TO INVEST $1 BILLION IN OPENAI AND LICENSE CHARACTERS FOR USE
IN CHATGP=
T, SORA (7 MINUTE READ) [16]=20
Disney is investing $1 billion into Ope=
nAI. The three-year licensing
deal will allow OpenAI's users to generate =
videos with Disney's
characters and properties in them. The agreement inc=
ludes provisions
that limit what Disney characters can do in generated vi=
deos. The
partnership is the result of nearly two years of talks between =
the two
companies.=20
=E2=9A=A1=20
QUICK LINKS
COINBASE READY=
TO LAUNCH PREDICTION MARKETS, TOKENIZED STOCKS (2
MINUTE READ) [17]=20
=
Coinbase plans to launch the prediction markets and tokenized
equitie=
s at a showcase on December 17.=20
ANTHROPIC'S VISION ADVANTAGE IS A LO=
T LIKE APPLE'S FROM THE 2010S (2
MINUTE READ) [18]=20
Apple created a=
n ecosystem where the tech got out of the way and let
people create and w=
ork.=20
MY FAMILY'S EMBRYO SELECTION PROCESS (15 MINUTE READ) [19]=20
=
Herasight is a startup that offers embryo forecasts on disease risk
a=
nd IQ.=20
GET 30% OFF SEMRUSH ONE TO MONITOR YOUR BRAND EVERYWHERE PEOP=
LE ARE
SEARCHING (SPONSOR) [20]=20
Planning to improve visibility in =
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M mentions, and impact in one
platform. 30% off for new customers [20] =
CRYPTO MOGUL DO KWON SENTENCED TO 15 YEARS IN PRISON FOR $40 BILLION=
STABLECOIN FRAUD (4 MINUTE READ) [21]=20
Do Kwon's offense caused re=
al people to lose $40 billion in real
money.=20
HARDWARE IS A FRUIT (=
20 MINUTE READ) [22]=20
Hardware is the nature layer, a firm base that =
creates room for
freedom and experimentation at the higher layers.=20
=
THE POLYGLOT NEUROSCIENTIST RESOLVING HOW THE BRAIN PARSES LANGUAGE
(15 =
MINUTE READ) [23]=20
There is evidence of a language network in the hum=
an brain with
similarities to large language models.=20
Want to advert=
ise in TLDR? =F0=9F=93=B0
If your company is interested in reaching a=
n audience of tech
executives, decision-makers and engineers, you may wan=
t to ADVERTISE
WITH US [24].=20
Want to work at TLDR? =F0=9F=92=BC
=
APPLY HERE [25], CREATE YOUR OWN ROLE [26] or send a friend's resume
=
to
jobs@tldr.tech and get $1k if we hire them! TLDR is one of INC.'S
BEST=
BOOTSTRAPPED BUSINESSES [27] of 2025.=20
If you have any comments or f=
eedback, just respond to this email!=20
Thanks for reading,=20
Dan Ni [2=
8] & Stephen Flanders [29]=20
Manage your subscriptions [30] to our oth=
er newsletters on tech,
startups, and programming. Or if TLDR isn't for y=
ou, please
unsubscribe [31].=20
=20
Links:
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165357871
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--Woc67yw2
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<div style=3D"display: none; max-height: 0px; overflow: hidden;">GPT-5.2 ha=
s been released in three variants: Instant, Thinking, and Pro. 5.2 is desi= gned to unlock more economic value for people =E2=80=8C =E2=80=8C= =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C= =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C= =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C= =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C= =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2=80=8C =E2= =80=8C </div>
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<div style=3D"text-align: center;">
<h1><strong>TLDR <span id=3D"date">2025-12-12</span></strong></h1>
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<span>
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For 150 years, we've been stuck typing.=
<a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fref.wisprfl= ow.ai%2Ftldr/3/0100019b124cea81-4f097d2e-22e4-4b22-9c5f-7076d38773b3-000000= /xuG4iJtI3uKzquRD5DfNuXw11n79z6qPglfKIX5XI9c=3D435" rel=3D"noopener norefer= rer nofollow" target=3D"_blank"><span>Wispr Flow</span></a> ends that era.
<p></p>
<p>It turns your voice into clean, perfectly formatted writing the moment y=
ou stop speaking =E2=80=94 in Slack, Notion, Gmail, ChatGPT, or anywhere yo=
u already work.</p>
<p><a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fref.wispr= flow.ai%2Ftldr/4/0100019b124cea81-4f097d2e-22e4-4b22-9c5f-7076d38773b3-0000= 00/0m4brnJmxTBmpvbEvtcSK85Khu1RwRtekYx-loQZU-Y=3D435" rel=3D"noopener noref= errer nofollow" target=3D"_blank"><span>Flow learns your phrasing</span></a=
, edits as you speak, and helps you move 4=C3=97 faster across every app = =E2=80=94 from enhancing GPT prompts to capturing ideas or writing docs in = seconds.</p>
<p>It's how builders, founders, and vibe coders stay in flow all day.</p>
<p>Less typing. More creating.</p>
<p><a href=3D"
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<h1><strong>Big Tech & Startups</strong></h1>
</div>
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<table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Farstechnica.com%2Finformation-technology%2F2025%2F12%2F= openai-releases-gpt-5-2-after-code-red-google-threat-alert%2F%3Futm_source= =3Dtldrnewsletter/1/0100019b124cea81-4f097d2e-22e4-4b22-9c5f-7076d38773b3-0= 00000/enFUdCHem78SYh9ThABxC6iiGKL-sRyTEJ5MIdEcHMo=3D435">
<span>
<strong>OpenAI releases GPT-5.2 aft=
er =E2=80=9Ccode red=E2=80=9D Google threat alert (6 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
GPT-5.2 has been released in three vari= ants: Instant, Thinking, and Pro. 5.2 is designed to unlock more economic = value for people. It features a 400,000-token context window and a knowledg=
e cutoff date of August 31. GPT-5.1 will remain available in ChatGPT for pa=
id users for three months. GPT-5.2 is OpenAI's third major model release si= nce August.
</span>
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2F9to5google.com%2F2025%2F12%2F11%2Fgoogle-disco-gentab-b= rowser%2F%3Futm_source=3Dtldrnewsletter/1/0100019b124cea81-4f097d2e-22e4-4b= 22-9c5f-7076d38773b3-000000/BQBrxDN6NYLVvrjhY9YX2hrYkbDdEmAiixjP-U3tn6U=3D4=
<span>
<strong>Google announces experiment=
al =E2=80=98Disco' browser with =E2=80=98GenTabs' powered by Gemini 3 (2 mi= nute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Google Labs' Disco browser features a G= emini 3-powered 'GenTab' that can build interactive web applications to hel=
p users complete tasks. It can look at open tabs and chat history to determ= ine what tool best serves a prompt. Every generative element ties back to t=
he web and will link to the original sources. The most compelling ideas fro=
m Disco may one day make their way into Chrome. A link to the waitlist to t=
ry Disco is available in the article.
</span>
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<h1><strong>Science & Futuristic Technology</strong></h1>
</div>
</div>
</td></tr></tbody></table>
<table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
;" valign=3D"top">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.cnbc.com%2F2025%2F12%2F11%2Frivian-autonomy-ai-day.= html%3Futm_source=3Dtldrnewsletter/1/0100019b124cea81-4f097d2e-22e4-4b22-9c= 5f-7076d38773b3-000000/qVUTOiEWUBikCKRrNH8B955bmQmJzkyEhHdF9rk7o4g=3D435">
<span>
<strong>Rivian announces new AI tec=
h, chip, and robotaxi ambitions (8 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Rivian has developed a custom chip, a c=
ar computer, and new artificial intelligence models to bring autonomous fea= tures to its vehicles. The company plans to roll out a subscription in earl=
y 2026 that will provide continuously expanding capabilities powered by Riv= ian Autonomy Processors and autonomy computers. A near-future update will i= nclude a 'Universal Hands-Free' capability that will enable Rivian customer=
s to drive hands-free on more than 3.5 million miles of roads in North Amer= ica.
</span>
</span>
</div>
</td></tr></tbody></table>
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2F3Z8Egj/1/0100019b124cea81-4f= 097d2e-22e4-4b22-9c5f-7076d38773b3-000000/b9v5fq1CpJB4DX3DEvJYwCtFv9tEYNsUV= BfCqD3Cjg8=3D435">
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<strong>AI Hackers Are Coming Dange= rously Close to Beating Humans (8 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
AI hacking tools are now surpassing som=
e human hackers. Stanford's Artemis AI bot beat all except one of the 10 pr= ofessional penetration testers in a test of its abilities. It found bugs at=
lightning speed while running at under $60 an hour. However, about 18% of = the bugs it found were false positives. It also missed an obvious bug that = most of the human testers spotted.
</span>
</span>
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<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =92=BB</span></div></div>
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<h1><strong>Programming, Design & Data Science</strong></h1>
</div>
</div>
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<table style=3D"table-layout: fixed; width: 100%;" width=3D"100%"><tbody><t= r><td style=3D"padding:0;border-collapse:collapse;border-spacing:0;margin:0=
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<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
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<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.qawolf.com%2F%3Futm_source=3Dtldr%26utm_medium=3Dne= wsletter%26utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudience_-_Ne= wsletter_CutQACycles_20251212-None_Experiment-FALSE%26utm_term=3Dheadline-C= utQACyclesFromHoursToMintuesWithAutomatedTesting%26utm_content=3DCutQACycle= s_ScheduleADemoToLearnMore_None_Headline%253ACutQACyclesFromHoursToMinutesW= ithAutomatedTesting____Newsletter-SecondaryPlacement_20251212_v1_/1/0100019= b124cea81-4f097d2e-22e4-4b22-9c5f-7076d38773b3-000000/tgydww28WR2Whc3UBxSP6= gsaOPQy15wRPEKsg0z2Eao=3D435">
<span>
<strong>Cut QA Cycles From Hours to=
Minutes With Automated Testing (Sponsor)</strong>
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If slow QA cycles are holding your team=
back from releasing faster, try <a href=3D"
https://tracking.tldrnewsletter= .com/CL0/https:%2F%2Fwww.qawolf.com%2F%3Futm_source=3Dtldr%26utm_medium=3Dn= ewsletter%26utm_campaign=3DACQ_All_Demo_Conversions__NewsletterAudience_-_N= ewsletter_CutQACycles_20251212-None_Experiment-FALSE%26utm_term=3Dbody-QAWo= lf%26utm_content=3DCutQACycles_ScheduleADemoToLearnMore_None_Headline%253AC= utQACyclesFromHoursToMinutesWithAutomatedTesting____Newsletter-SecondaryPla= cement_20251212_v1_/1/0100019b124cea81-4f097d2e-22e4-4b22-9c5f-7076d38773b3= -000000/2QrSBVKuc47gm3gYTqnymm-IsO7qH5vf_xeEvSqmUyk=3D435" rel=3D"noopener = noreferrer nofollow" target=3D"_blank"><span>QA Wolf</span></a>. Their full=
y managed, AI-native service delivers <strong>80% automated E2E test covera= ge</strong> in weeks and helps teams <strong>ship 5=C3=97 faster</strong> b=
y cutting QA cycles from hours to minutes. With unlimited parallel runs, 24= -hour test maintenance, and zero flakes, teams like <a href=3D"
https://trac= king.tldrnewsletter.com/CL0/https:%2F%2Fwww.qawolf.com%2Fcase-studies%2Fdra= ta%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3DACQ_All_D= emo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20251212-None_= Experiment-FALSE%26utm_term=3Dbody-Drata%26utm_content=3DCutQACycles_Schedu= leADemoToLearnMore_None_Headline%253ACutQACyclesFromHoursToMinutesWithAutom= atedTesting____Newsletter-SecondaryPlacement_20251212_v1_/1/0100019b124cea8= 1-4f097d2e-22e4-4b22-9c5f-7076d38773b3-000000/hyF4P5Cu2neCU5QuqxoMiPBHouuuV= YYPoESq2E5BBTg=3D435" rel=3D"noopener noreferrer nofollow" target=3D"_blank= "><span>Drata</span></a> have achieved <strong>86% faster QA cycles</strong=
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<p><a href=3D"
https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.qawol= f.com%3Futm_source=3Dtldr%26utm_medium=3Dnewsletter%26utm_campaign=3DACQ_Al= l_Demo_Conversions__NewsletterAudience_-_Newsletter_CutQACycles_20251212-No= ne_Experiment-FALSE%26utm_term=3Dcta-ScheduleADemoToLearnMore%26utm_content= =3DCutQACycles_ScheduleADemoToLearnMore_None_Headline%253ACutQACyclesFromHo= ursToMinutesWithAutomatedTesting____Newsletter-SecondaryPlacement_20251212_= v1_/1/0100019b124cea81-4f097d2e-22e4-4b22-9c5f-7076d38773b3-000000/FgBR3uXA= EaXuNIhr8KGB1csGXm5KcvgXvaeVmK0btMw=3D435" rel=3D"noopener noreferrer nofol= low" target=3D"_blank"><span>Schedule a demo to learn more =E2=86=92</span>=
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<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fevery.to%2Fchain-of-thought%2Fcompound-engineering-how-= every-codes-with-agents%3Futm_source=3Dtldrnewsletter/1/0100019b124cea81-4f= 097d2e-22e4-4b22-9c5f-7076d38773b3-000000/ktLTY-qVaMAGXEYaIlTmKGPTIExcXMbh-= bH8tzRtyf8=3D435">
<span>
<strong>Compound Engineering: How E= very Codes With Agents (13 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
In traditional engineering, each featur=
e makes the next feature harder to build because of new edge cases, interde= pendencies, and issues. In compound engineering, each feature makes the nex=
t feature easier to build because compound engineering creates a learning l= oop for agents and team members so that each bug, failed test, or insight g= ets documented and used by future agents. AI's knowledge of the codebase gr= ows along with it, making future development work faster. This post provide=
s a high-level sense of how to start compound engineering with AI.
</span>
</span>
</div>
</td></tr></tbody></table>
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fjon.recoil.org%2Fblog%2F2025%2F12%2Fan-svg-is-all-you-n= eed.html%3Futm_source=3Dtldrnewsletter/1/0100019b124cea81-4f097d2e-22e4-4b2= 2-9c5f-7076d38773b3-000000/2hYUUJN1xHra-6_EZefzWYzxozMjzjwYn29tODgqQmI=3D43=
<span>
<strong>An SVG is all you need (4 m= inute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
SVGs are vector graphics in a simple XM=
L format. They are supported on almost every device and platform. With embe= ddable scripts to make them interactive, SVGs are way more capable than man=
y people realize. It is entirely feasible to implement an entire data analy= sis pipeline in an SVG. A completely self-contained SVG file can fetch data=
from a versioned repository, process that data, and generate visualization=
s without any server-side magic required.
</span>
</span>
</div>
</td></tr></tbody></table>
</td></tr></tbody></table>
<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=F0=9F= =8E=81</span></div></div>
</td></tr></tbody></table>
<table align=3D"center" bgcolor=3D"" border=3D"0" cellpadding=3D"0" cellspa= cing=3D"0" width=3D"100%"><tbody><tr><td class=3D"container" style=3D"paddi= ng-top: 0px; padding-bottom: 0px;">
<div class=3D"text-block">
<div style=3D"text-align: center;"><strong><h1>Miscellaneous</h1></strong><= /div>
</div>
</td></tr></tbody></table>
<table bgcolor=3D"" style=3D"table-layout: fixed; width: 100%;" width=3D"10= 0%"><tbody><tr><td style=3D"padding:0;border-collapse:collapse;border-spaci= ng:0;margin:0;" valign=3D"top">
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FrxIDOZ/1/0100019b124cea81-4f= 097d2e-22e4-4b22-9c5f-7076d38773b3-000000/YOxu4MBQqFzr-9aAVENfnbJ-z6EY2kcNg= p7TLOf3SkU=3D435">
<span>
<strong>Social-Media Ban Imposes Br= ave New World on Australian Teens (8 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Several social media platforms are now = required to shut down the accounts of teens under 16 in Australia under a n=
ew law intended to shelter children from the mental-health risks of life on= line. These companies are now required to take reasonable steps to enforce = the new rules under threat of penalty. Parents and children won't be fined.=
Australia isn't alone in its effort - Malaysia, the EU, New Zealand, Flori= da, and other regions are also discussing similar restrictions.
</span>
</span>
</div>
</td></tr></tbody></table>
<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FxW9CHz/1/0100019b124cea81-4f= 097d2e-22e4-4b22-9c5f-7076d38773b3-000000/53t8w-063iJ4p-fZP6b_KrflbXWuv8jRf= DZPn3lZ_Aw=3D435">
<span>
<strong>Disney to Invest $1 Billion=
in OpenAI and License Characters for Use in ChatGPT, Sora (7 minute read)<= /strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Disney is investing $1 billion into Ope= nAI. The three-year licensing deal will allow OpenAI's users to generate vi= deos with Disney's characters and properties in them. The agreement include=
s provisions that limit what Disney characters can do in generated videos. = The partnership is the result of nearly two years of talks between the two = companies.
</span>
</span>
</div>
</td></tr></tbody></table>
</td></tr></tbody></table>
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<div class=3D"text-block">
<div style=3D"text-align: center;"><span style=3D"font-size: 36px;">=E2=9A= =A1</span></div></div>
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<div style=3D"text-align: center;">
<h1><strong>Quick Links</strong></h1>
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<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FcB5IXt/1/0100019b124cea81-4f= 097d2e-22e4-4b22-9c5f-7076d38773b3-000000/zO_eZ7VAd25RUmRNoAMdBr37OyENMyJ1g= I2ta_QzI3o=3D435">
<span>
<strong>Coinbase Ready to Launch Pr= ediction Markets, Tokenized Stocks (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Coinbase plans to launch the prediction=
markets and tokenized equities at a showcase on December 17.
</span>
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fdanielmiessler.com%2Fblog%2Fanthropics-vision-advantage= %3Futm_source=3Dtldrnewsletter/1/0100019b124cea81-4f097d2e-22e4-4b22-9c5f-7= 076d38773b3-000000/p9jzfvi3J7fY-XBqd69SCbiLbT83GY4m2SEzwsatXxg=3D435">
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<strong>Anthropic's Vision Advantag=
e is a Lot Like Apple's from the 2010s (2 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Apple created an ecosystem where the te=
ch got out of the way and let people create and work.
</span>
</span>
</div>
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<div class=3D"text-block">
<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fnudgedice.substack.com%2Fp%2Four-son%3Futm_source=3Dtld= rnewsletter/1/0100019b124cea81-4f097d2e-22e4-4b22-9c5f-7076d38773b3-000000/= pLY3r8cUp7mHXZ14CQt3MqZnydoA5J5Ba8zE9fwdm60=3D435">
<span>
<strong>My Family's Embryo Selectio=
n Process (15 minute read)</strong>
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<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Herasight is a startup that offers embr=
yo forecasts on disease risk and IQ.
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<table align=3D"center" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" wi= dth=3D"100%"><tbody><tr><td class=3D"container" style=3D"padding: 15px 15px=
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<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.semrush.com%2Flp%2Ftldr-offer%2Fen%3Futm_source=3Dt= ldr_main%26utm_medium=3Demail%26utm_campaign=3Dtldr_quicklinks_1212/1/01000= 19b124cea81-4f097d2e-22e4-4b22-9c5f-7076d38773b3-000000/fgp-vaM1lElqQSTB6g2= SBPFh_HXiqi-Ed4QaqdrmV0U=3D435">
<span>
<strong>Get 30% off Semrush One to = monitor your brand everywhere people are searching (Sponsor)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Planning to improve visibility in AI+SE=
O in 2026? Don't miss out on Semrush's EoY offer. Track keywords, LLM menti= ons, and impact in one platform. <a href=3D"
https://tracking.tldrnewsletter= .com/CL0/https:%2F%2Fwww.semrush.com%2Flp%2Ftldr-offer%2Fen%3Futm_source=3D= tldr_main%26utm_medium=3Demail%26utm_campaign=3Dtldr_quicklinks_1212/2/0100= 019b124cea81-4f097d2e-22e4-4b22-9c5f-7076d38773b3-000000/VrpjWCtfUkXGQAYxt0= cvF9OINlwLu4M6Rav8ZxYUbeA=3D435" rel=3D"noopener noreferrer nofollow" targe= t=3D"_blank"><span>30% off for new customers</span></a>
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<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.cnn.com%2F2025%2F12%2F11%2Fbusiness%2Fcryptocurrenc= y-do-kwon-fraud-sentencing-intl-hnk%3Futm_source=3Dtldrnewsletter/1/0100019= b124cea81-4f097d2e-22e4-4b22-9c5f-7076d38773b3-000000/wWwOQghD6O1XllJV-h8Jf= C85GRQ6--7_SmhDmOJf2N4=3D435">
<span>
<strong>Crypto mogul Do Kwon senten= ced to 15 years in prison for $40 billion stablecoin fraud (4 minute read)<= /strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Do Kwon's offense caused real people to=
lose $40 billion in real money.
</span>
</span>
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<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.notboring.co%2Fp%2Fhardware-is-a-fruit%3Futm_source= =3Dtldrnewsletter/1/0100019b124cea81-4f097d2e-22e4-4b22-9c5f-7076d38773b3-0= 00000/1bqLzWM8PFMGZ_-gl-HUv6aenWvTXHA044nNHVyj1Qg=3D435">
<span>
<strong>Hardware is a Fruit (20 min= ute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
Hardware is the nature layer, a firm ba=
se that creates room for freedom and experimentation at the higher layers.
</span>
</span>
</div>
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<span>
<a href=3D"
https://tracking.tldrnewsletter.= com/CL0/https:%2F%2Fwww.quantamagazine.org%2Fthe-polyglot-neuroscientist-re= solving-how-the-brain-parses-language-20251205%2F%3Futm_source=3Dtldrnewsle= tter/1/0100019b124cea81-4f097d2e-22e4-4b22-9c5f-7076d38773b3-000000/ON1ujsz= IM52ZFhPa6CJ3FmdMPhGZHK7Fdi7AhmO6MHU=3D435">
<span>
<strong>The Polyglot Neuroscientist=
Resolving How the Brain Parses Language (15 minute read)</strong>
</span>
<span style=3D"font-family: "Helvetica Neue", Helvetica, Arial, V= erdana, sans-serif;">
There is evidence of a language network=
in the human brain with similarities to large language models.
</span>
</span>
</div>
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